{"id":"W7019040576","doi":"","title":"Exploring the Role of Heavy Metal Pollutants on the Physiology of Commercially Relevant Fish from Atlantic Canada","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fish migration; Demersal zone; Benthic zone; Pelagic zone; Demersal fish; Pollutant; Heavy metals; Water column","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006745927,0.0001636643,0.0001089923,0.0002852918,0.001066447,0.0004229717,0.0001901934,0.0001801427,0.001767159],"category_scores_gemma":[0.0001274394,0.00008807183,0.0001245406,0.0003940721,0.0002967839,0.0001126655,0.0002195607,0.0002164953,0.0002232946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00353421,"about_ca_system_score_gemma":0.002922994,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8630476,"about_ca_topic_score_gemma":0.9507149,"domain_scores_codex":[0.9999443,0.000001892444,0.000001569125,0.00001146362,0.00001774769,0.00002305267],"domain_scores_gemma":[0.9998801,0.000006806909,0.00001192097,0.000002540872,0.00006645484,0.0000321487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007865602,0.0001402559,0.6332619,0.000154053,0.0000556391,0.00047997,0.002751518,0.0003867647,0.3324072,0.0002112659,0.0008903214,0.02847451],"study_design_scores_gemma":[0.00000212083,0.0001006153,0.9934285,0.000006477083,0.000009960841,0.00004570374,0.001133932,0.0001001021,0.00410064,0.00001797257,0.001049953,0.000003937844],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981845,0.00009853901,0.00004701174,0.0000486228,0.000001765047,0.000009060554,0.0003112828,0.000002076379,0.00129715],"genre_scores_gemma":[0.9884843,0.0004222385,0.0003551628,0.00008441426,0.000001794112,0.00001162844,0.0006295207,0.000003170748,0.01000786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1369524,"threshold_uncertainty_score":0.2755178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03185033514234967,"score_gpt":0.2501549294041567,"score_spread":0.218304594261807,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}